World's Best Scientists 2026 revealed!
Cristian Lorenz

Cristian Lorenz

D-Index & Metrics

Computer Science

D-Index
40
Citations
6730
World Ranking
9309
National Ranking
77

Cristian Lorenz publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Cristian Lorenz sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 191 publications — 43rd percentile

43% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Cristian Lorenz D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Cristian Lorenz sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 40 D-Index — 37th percentile

37% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Overview

Cristian Lorenz is affiliated with Philips (Finland) in Finland and has a research focus spanning computer science and medicine, with a strong emphasis on computer vision and medical imaging. Their work intersects several subfields including Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Biomedical Engineering, Surgery, and Biophysics.

The scientist's research topics cover a range of areas related to medical image analysis and machine learning. The main themes include:

  • Advanced Neural Network Applications
  • Generative Adversarial Networks and Image Synthesis
  • Radiomics and Machine Learning in Medical Imaging
  • Medical Image Segmentation Techniques
  • Medical Imaging Techniques and Applications
  • Advanced MRI Techniques and Applications
  • Medical Imaging and Analysis

Cristian Lorenz has contributed to several recent publications in peer-reviewed journals, illustrating a focus on cardiac and spinal medical imaging as well as automated detection techniques using deep learning and artificial intelligence:

  • On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images, 2022, Medical Image Analysis
  • Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks, 2022, Computerized Medical Imaging and Graphics
  • Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation, 2023, Computers in Biology and Medicine
  • AI-based automated detection and stability analysis of traumatic vertebral body fractures on computed tomography, 2024, European Journal of Radiology
  • Cervical spine fracture detection in computed tomography using convolutional neural networks, 2023, Physics in Medicine and Biology

The scientist frequently collaborates with a core group of co-authors, thus working closely alongside:

  • Marcel Breeuwer
  • Josien P. W. Pluim
  • Sina Amirrajab
  • Yasmina Al Khalil
  • Jürgen Weese

Their work is published predominantly in specialized venues that focus on medical imaging and computational methods in medicine, with notable publication venues including:

  • Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
  • arXiv (Cornell University)
  • Computerized Medical Imaging and Graphics
  • Computers in Biology and Medicine
  • Medical Image Analysis

Best Publications

  • Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge

    K. Murphy;B. van Ginneken;J. M. Reinhardt;S. Kabus

  • Automatic Model-Based Segmentation of the Heart in CT Images

    O. Ecabert;J. Peters;H. Schramm;C. Lorenz

  • Multi-scale line segmentation with automatic estimation of width, contrast and tangential direction in 2D and 3D medical images

    Cristian Lorenz;I.-C. Carlsen;Thorsten M. Buzug;Carola Fassnacht

  • Automated model-based vertebra detection, identification, and segmentation in CT images.

    Tobias Klinder;Tobias Klinder;Jörn Ostermann;Matthias Ehm;Astrid Franz

  • Generation of Point-Based 3D Statistical Shape Models for Anatomical Objects

    Cristian Lorenz;Nils Krahnstöver

  • Biomedical Image Registration

    Bernd Fischer;Benoît M. Dawant;Cristian Lorenz

  • Automated 3-D PDM construction from segmented images using deformable models

    M.R. Kaus;V. Pekar;C. Lorenz;R. Truyen

  • A comprehensive shape model of the heart

    Cristian Lorenz;Jens von Berg

  • Simultaneous segmentation and tree reconstruction of the airways for virtual bronchoscopy

    Thorsten Schlathoelter;Cristian Lorenz;Ingwer C. Carlsen;Steffen Renisch

  • Segmentation of the heart and great vessels in CT images using a model-based adaptation framework

    Olivier Ecabert;Jochen Peters;Matthew J. Walker;Thomas Ivanc

  • A Multi-scale Line Filter with Automatic Scale Selection Based on the Hessian Matrix for Medical Image Segmentation

    Cristian Lorenz;I.-C. Carlsen;Thorsten M. Buzug;Carola Fassnacht

  • An approach to 2D/3D registration of a vertebra in 2D X-ray fluoroscopies with 3D CT images

    Jürgen Weese;Thorsten M. Buzug;Cristian Lorenz;Carola Fassnacht

  • Pulmonary Ventilation Imaging Based on 4-Dimensional Computed Tomography: Comparison With Pulmonary Function Tests and SPECT Ventilation Images

    Tokihiro Yamamoto;Tokihiro Yamamoto;Sven Kabus;Cristian Lorenz;Erik Mittra

  • Modeling atrial fiber orientation in patient-specific geometries: a semi-automatic rule-based approach

    Martin W. Krueger;Viktor Schmidt;Catalina Tobón;Frank M. Weber

  • Four challenges in medical image analysis from an industrial perspective.

    Jürgen Weese;Cristian Lorenz

  • Opportunistic osteoporosis screening in multi-detector CT images via local classification of textures

    A Valentinitsch;S Trebeschi;Johannes Kaesmacher;C Lorenz

  • Automatic extraction of the pulmonary artery tree from multi-slice CT data

    Thomas Buelow;Rafael Wiemker;Thomas Blaffert;Cristian Lorenz

  • Evaluation of 4D-CT Lung Registration

    Sven Kabus;Tobias Klinder;Keelin Murphy;Bram Ginneken

  • Four-dimensional computed tomography pulmonary ventilation images vary with deformable image registration algorithms and metrics

    Tokihiro Yamamoto;Sven Kabus;Tobias Klinder;Jens von Berg

  • Statistical shape model based segmentation of medical images

    Anke Neumann;Cristian Lorenz

Frequent Co-Authors

Olaf Dössel
Olaf Dössel Karlsruhe Institute of Technology
Thorsten M. Buzug
Thorsten M. Buzug University of Lübeck
Josien P. W. Pluim
Josien P. W. Pluim Eindhoven University of Technology
Jörn Ostermann
Jörn Ostermann University of Hannover
David J. Hawkes
David J. Hawkes University College London
Aris T. Papageorghiou
Aris T. Papageorghiou University of Oxford
Benoit M. Dawant
Benoit M. Dawant Vanderbilt University
Max A. Viergever
Max A. Viergever Utrecht University
Graeme P. Penney
Graeme P. Penney King's College London
Hans-Christian Hege
Hans-Christian Hege Zuse Institute Berlin

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